MA Samad, FD Diba, DY Choi - Remote sensing, 2021 - mdpi.com
Satellite communication is a promising transmission technique to implement 5G and beyond networks. Attenuation due to rain begins at a frequency of 10 GHz in temperate regions …
Atmospheric processes from which rainfall is formed are complex and cannot be accurately predicted using mathematical or statistical models. In this paper, the backpropagation neural …
Rain monitoring through signal attenuation has been a significant concern for the scientific community over the last decade. The lowest L‐, S‐and C‐bands in the microwave spectrum …
JS Ojo, PA Owolawi - Advances in Space Research, 2014 - Elsevier
Millimeter and microwave system design at higher frequencies require as input a 1-min rain- rate cumulative distribution function for estimating the level of degradation that can be …
C Capsoni, L Luini - IEEE Transactions on Antennas and …, 2009 - ieeexplore.ieee.org
A new physically based methodology for the derivation of the complementary cumulative distribution function (CCDF) of point rain rate with 1-minute integration time, P (R) 1, from a …
L Luini, C Capsoni - IEEE Transactions on Antennas and …, 2013 - ieeexplore.ieee.org
This paper presents MORSE (MOdel for Rainfall Statistics Estimation), a unified model for the prediction of spatial (PS (R)) and temporal (PT (R)) high-resolution rainfall rate statistics …
The knowledge of adequate rainfall statistics will contribute greatly to the roll-out of emerging wireless technologies on the platform of Long-Term Evolution (LTE) and WiMax …
To meet the rising demand for uninterrupted high-speed broadband internet services, the deployment of high-frequency bands for the transmission of radio signals is inevitable …
In this paper, we present a model for rainfall rate prediction 30 seconds ahead of time using an artificial neural network. The resultant predicted rainfall rate can then be used in …